Proof. It is well known that the similarity transformation [1]} preserves eigenvalues of an original matrix. Obviously, under such transformations applied to a base Laplacian matrix \(L_1\) , the newly generated matrix \(L_2\)  possesses the same set of eigenvalues.
\(L_2 = Q^T L_1 Q\) 
